While dissent is recognized as a necessary component of scientific knowledge production, in school settings, it is a double-edged sword that can disrupt and undermine social cohesion just as it can promote thinking and creativity. This pilot study explores patterns of dissent in a science education context. It uses a mixed-methods approach to…

Increasing the number of students choosing a STEM (science, technology, engineering, and mathematics) career is a national educational priority. One way thought to increase interest in STEM is with advanced STEM courses in high school, especially Advanced Placement (AP) courses. Using data from 15,847 college undergraduates, we investigated the…

Both in physics education and in science education more generally concerns exist that formal K-12 education structures limit and, in some cases, diminish students' interest and agency in these fields. Many stakeholders have turned to informal learning experiences as a means to inspire young people to pursue continual learning in these fields in…

It is well known that women are underrepresented in science. technology engineering and mathematics (STEM) and that their interest declines more steeply over the schooling years. As such, this study uses a STEM identity theoretical framework to examine the effects of early STEM experiences, focusing particularly on experiences that may be more…

Computer gameplay and social media are the two most common forms of entertainment in the digital age. Many scholars share the assumption that leisure-time digital consumption is associated with CS affinity, but there is a dearth of research evidence for this relationship. Female students generally spend less time on gaming and more time on social…

In this paper, we examine the relationship between participants' childhood science, technology, engineering, and mathematics (STEM) related experiences, their STEM identity (i.e., seeing oneself as a STEM person), and their college career intentions. Whereas some evidence supports the importance of childhood (i.e., K-4) informal STEM education…

Computer science (CS) has been identified as one of the fastest-growing professions, with demand for CS professionals far outpacing the supply of CS graduates. The necessity for a trained CS workforce has compelled industry and academia to evaluate strategies for broadening participation in CS. The current literature in CS education emphasizes the…

We expand on prior qualitative research about mathematics identity development using data from a large national US survey of 10,437 students in 336 college calculus classes. Multinomial logistic regression models find that a stronger mathematics identity predicts higher student interest in pursuing certain STEM careers when compared with non-STEM…

This study examines the relationship between students' pre-college experience with computers and their later success in introductory computer science classes in college. Data were drawn from a nationally representative sample of 10,197 students enrolled in computer science at 118 colleges and universities in the United States. We found that…

Background and Context: The relationship between novices' first programming language and their future achievement has drawn increasing interest owing to recent efforts to expand K-12 computing education. This article contributes to this topic by analyzing data from a retrospective study of more than 10,000 undergraduates enrolled in introductory…

To encourage the formation of science identity among girls, many scholars and practitioners have suggested to assign same-gender science teachers to students so that the teachers can serve as gender role models. However, direct evidence of any long-term effect of gender-matching is scarce. In a nationally representative survey of college students…

Shortages of science and mathematics teachers are a serious concern in the United States. Despite the implementation of intervention strategies to address this problem at the high school level, little empirical research had been conducted to inform and strengthen these initiatives. This retrospective cohort study used multinomial logistic…

Pre-college student participation in science fairs, robotics competitions, computing contests and other science, technology, engineering, and mathematics (STEM) competitions increases every year in the United States. This is despite the fact that little is known about the relationship between STEM competition participation and career interest in…

The impact of a novice programmer's first language on their subsequent achievement in further computing education has been the subject of much study in the field of computer science education. Our research is a retrospective study of more than 10,000 undergraduate students enrolled in CS1 (introduction to computer programming) from 118 US college…

Campus visits are widely used outreach strategies, yet there are few empirical studies examining their impacts. This retrospective cohort study of 27 colleges and universities considers data from 15,847 college students to examine the effect of campus visits on STEM career aspirations. Results reveal that campus visits that included meetings with…